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miozilla/mlopspl

mlopspl :hammer_and_wrench::arrows_counterclockwise::rocket: : E2E MLOps Vertex AI Pipelines # ML workflow # Kubeflow Pipelines SDK # Cloud Scheduler

mlopspl ๐Ÿ› ๏ธ๐Ÿ”„๐Ÿš€

mlopspl : E2E MLOps Vertex AI Pipelines # ML workflow # Kubeflow Pipelines SDK # Cloud Scheduler

Objective

  • Use the Kubeflow Pipelines SDK to build scalable ML pipelines
  • Create & run a 3-step intro pipeline that takes text input
    • Create & run emoji pipeline
  • Create & run pipeline that trains, evaluates & deploys an AutoML classification model
    • Build, run & get metadata for an end-to-end ML pipeline on Vertex AI Pipelines
  • Use pre-built components for interacting with Vertex AI services, provided through the google_cloud_pipeline_components library
  • Schedule pipeline job with Cloud Scheduler

End-to-End MLOPS Vertex AI Pipelines

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Languages

Jupyter Notebook100.0%

Contributors

Created January 24, 2026
Updated February 1, 2026
miozilla/mlopspl | GitHunt